TimeSeriesDataSet
=================

.. currentmodule:: pytorch_forecasting.data.timeseries


.. autoclass:: TimeSeriesDataSet
   :members:
   :show-inheritance:
   :exclude-members: __init__
     
   
   :inherited-members:
   

   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   .. rubric:: Methods

   .. autosummary::
   
      ~TimeSeriesDataSet.calculate_decoder_length
      ~TimeSeriesDataSet.filter
      ~TimeSeriesDataSet.from_dataset
      ~TimeSeriesDataSet.from_parameters
      ~TimeSeriesDataSet.get_parameters
      ~TimeSeriesDataSet.get_transformer
      ~TimeSeriesDataSet.load
      ~TimeSeriesDataSet.plot_randomization
      ~TimeSeriesDataSet.reset_overwrite_values
      ~TimeSeriesDataSet.save
      ~TimeSeriesDataSet.set_overwrite_values
      ~TimeSeriesDataSet.to_dataloader
      ~TimeSeriesDataSet.transform_values
      ~TimeSeriesDataSet.x_to_index
   
   

   
    
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~TimeSeriesDataSet.categoricals
      ~TimeSeriesDataSet.decoded_index
      ~TimeSeriesDataSet.dropout_categoricals
      ~TimeSeriesDataSet.flat_categoricals
      ~TimeSeriesDataSet.lagged_targets
      ~TimeSeriesDataSet.lagged_variables
      ~TimeSeriesDataSet.max_lag
      ~TimeSeriesDataSet.min_lag
      ~TimeSeriesDataSet.multi_target
      ~TimeSeriesDataSet.reals
      ~TimeSeriesDataSet.target_names
      ~TimeSeriesDataSet.target_normalizers
      ~TimeSeriesDataSet.variable_to_group_mapping